AI Transformation
Why AI pilots fail at scale
The gap between proof-of-concept and production is not about technology.
July 2026 · 8 min read
Read the perspective →PERSPECTIVES
Perspectives.
Essays on how work becomes visible, and what changes when it does. Announcements appear here too, tagged News.
Visibility Gap
Context graphs: the term, why it is arriving, and what a memory adds
The analysts have named the thing agents need to know about an organization. Here is what the name means, and where a living memory goes further.
September 2026 · 6 min read
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Future of Work
From episodic reviews to continuous intelligence
Why annual assessments cannot keep pace with the speed of change.
May 2026 · 7 min read
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Trust Architecture
Human–AI partnerships beyond automation
The next wave of AI will be defined by how well it elevates people.
June 2026 · 10 min read
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Visibility Gap
AI and job losses: what we are not measuring
The real risk is not replacement. It is losing the ability to see what you are losing.
June 2026 · 6 min read
Read the perspective →Forthcoming
Two essays we are writing next.
Why claims beat profiles
A profile is what a person declared once. A claim is what the work shows, with its evidence, its recency and its confidence attached — and a correction right, which is the trust mechanism a profile never had. Why capability read this way is more useful to the organization and safer for the person.
Memory without surveillance
The architectural argument, made without analogy: corporate data first, so nothing is asked of an employee before anything is offered; purpose-bound access compiled into every request; principal alignment, so the organization's agent and the person's agent cannot be the same thing wearing two hats. Why visibility and surveillance are different objects, not different intentions.